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  • Applied Machine Learning

Applied Machine Learning Courses

Applied Machine Learning courses can help you learn data preprocessing, model selection, feature engineering, and evaluation metrics. You can build skills in implementing algorithms, optimizing performance, and interpreting results in practical contexts. Many courses introduce tools like Python, TensorFlow, and scikit-learn, that support developing machine learning models and applying AI techniques to solve real-world problems.


Popular Applied Machine Learning Courses and Certifications


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    EDUCBA

    NumPy & Pandas: Analyze & Transform Data

    Skills you'll gain: Pandas (Python Package), NumPy, Data Wrangling, Data Transformation, Data Manipulation, Pivot Tables And Charts, Data Preprocessing, Data Cleansing, Data Analysis, Numerical Analysis, Statistical Analysis, Data Structures, Descriptive Statistics

    Mixed · Course · 1 - 4 Weeks

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    University of Pittsburgh

    Tableau, Networks & Time Series Data Visualization

    Skills you'll gain: Data Storytelling, Data Presentation, Interactive Data Visualization, Data Visualization Software, Data Visualization, Network Analysis, Tableau Software, Statistical Visualization, Network Model, Dashboard, Time Series Analysis and Forecasting, Matplotlib, Data Analysis, Seaborn, Graph Theory, Pandas (Python Package), Python Programming

    Build toward a degree

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Learn to Code: Fun with C#

    Skills you'll gain: AI Personalization, Business Logic, Application Development, C# (Programming Language), Computer Programming, Programming Principles, Data Structures, Debugging

    Beginner · Course · 1 - 4 Weeks

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    Edureka

    Building with Retool AI

    Skills you'll gain: Systems Development, Database Application, Web Applications, Scrum (Software Development)

    Beginner · Course · 1 - 3 Months

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    Google Cloud

    Transformer Models and BERT Model - 한국어

    Skills you'll gain: Natural Language Processing, Large Language Modeling, Transfer Learning, Generative Model Architectures, Text Mining

    Advanced · Course · 1 - 4 Weeks

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    Pearson

    Certified Ethical Hacker (CEH): Unit 6

    Skills you'll gain: Mobile Security, Wireless Networks, Network Security, Application Security, Internet Of Things, Cybersecurity, Infrastructure Security, Android (Operating System), Exploitation techniques, Vulnerability Assessments, Encryption

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Modern JavaScript Tooling, Modules, and Backend Integration

    Skills you'll gain: Full-Stack Web Development, Jest (JavaScript Testing Framework), Application Deployment, Unit Testing, JavaScript Frameworks, Data Structures, Back-End Web Development, Restful API, Application Programming Interface (API), Development Environment, Javascript, Front-End Web Development

    Beginner · Course · 1 - 3 Months

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    EDUCBA

    Master Java Spring Framework: Build Web Apps

    Skills you'll gain: Object-Relational Mapping, Spring Framework, Hibernate (Java), Apache Maven, Model View Controller, Relational Databases, Database Design, MySQL, Web Applications, Java Platform Enterprise Edition (J2EE), Java, Full-Stack Web Development, Database Development, Application Frameworks, Back-End Web Development, Authentications, Object Oriented Design, Object Oriented Programming (OOP), Application Development, Software Design Patterns

    Beginner · Specialization · 1 - 3 Months

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    Packt

    Advanced Python Features and Functions

    Skills you'll gain: Software Design Patterns, Functional Design, Programming Principles

    Intermediate · Course · 3 - 6 Months

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    EDUCBA

    Digital Marketing Strategies: Analyze & Apply

    Skills you'll gain: Marketing Strategies, Digital Marketing, Competitive Analysis, Marketing Effectiveness, Marketing Planning, Performance Analysis, Case Studies, Business Strategies, Digital Advertising, Market Analysis, Advertising Campaigns, Consumer Behaviour, Mobile Banking, Analysis

    Mixed · Course · 1 - 4 Weeks

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    Packt

    End User Security Awareness

    Skills you'll gain: Malware Protection, Computer Security Awareness Training, Cybersecurity, Security Awareness, Data Security, Network Security, Human Factors (Security), Personally Identifiable Information, Email Security, Wireless Networks, User Accounts

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Power BI Tips and Tricks (with Time-Saving ChatGPT Prompts)

    Skills you'll gain: Power BI, Data Modeling, Data Analysis Expressions (DAX), Data Integration, Microsoft Excel, File Management, Data Import/Export, ChatGPT, Data Transformation

    Intermediate · Course · 1 - 4 Weeks

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In summary, here are 10 of our most popular applied machine learning courses

  • NumPy & Pandas: Analyze & Transform Data: EDUCBA
  • Tableau, Networks & Time Series Data Visualization: University of Pittsburgh
  • Learn to Code: Fun with C#: Coursera
  • Building with Retool AI: Edureka
  • Transformer Models and BERT Model - 한국어: Google Cloud
  • Certified Ethical Hacker (CEH): Unit 6: Pearson
  • Modern JavaScript Tooling, Modules, and Backend Integration: Packt
  • Master Java Spring Framework: Build Web Apps: EDUCBA
  • Advanced Python Features and Functions: Packt
  • Digital Marketing Strategies: Analyze & Apply: EDUCBA

Skills you can learn in Machine Learning

Python Programming (33)
Tensorflow (32)
Deep Learning (30)
Artificial Neural Network (24)
Big Data (18)
Statistical Classification (17)
Reinforcement Learning (13)
Algebra (10)
Bayesian (10)
Linear Algebra (10)
Linear Regression (9)
Numpy (9)

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